Data Profiling Report

Basic Statistics

Raw Counts

Name	Value
Rows	821,744
Columns	72
Discrete columns	20
Continuous columns	50
All missing columns	2
Missing observations	15,287,398
Complete Rows	0
Total observations	59,165,568
Memory allocation	297.4 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 3 columns ignored with more than 50 categories.
## crashLocation1: 37453 categories
## crashLocation2: 52061 categories
## tlaName: 68 categories

QQ Plot

## Warning: Removed 1590 rows containing non-finite values (`stat_qq()`).

## Warning: Removed 1590 rows containing non-finite values (`stat_qq_line()`).

## Warning: Removed 4382 rows containing non-finite values (`stat_qq()`).

## Warning: Removed 4382 rows containing non-finite values (`stat_qq_line()`).

## Warning: Removed 1882 rows containing non-finite values (`stat_qq()`).

## Warning: Removed 1882 rows containing non-finite values (`stat_qq_line()`).

## Warning: Removed 4091 rows containing non-finite values (`stat_qq()`).

## Warning: Removed 4091 rows containing non-finite values (`stat_qq_line()`).

## Warning: Removed 4113 rows containing non-finite values (`stat_qq()`).

## Warning: Removed 4113 rows containing non-finite values (`stat_qq_line()`).

## Warning: Removed 1252 rows containing non-finite values (`stat_qq()`).

## Warning: Removed 1252 rows containing non-finite values (`stat_qq_line()`).

Correlation Analysis

## Insufficient complete rows! Skipping correlation analysis.

Principal Component Analysis

## Insufficient complete rows! Skipping principal component analysis.